CN109299642A - Logic based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities early warning system and method - Google Patents
Logic based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities early warning system and method Download PDFInfo
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- CN109299642A CN109299642A CN201810585509.5A CN201810585509A CN109299642A CN 109299642 A CN109299642 A CN 109299642A CN 201810585509 A CN201810585509 A CN 201810585509A CN 109299642 A CN109299642 A CN 109299642A
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- illegal activities
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
- G06V20/53—Recognition of crowd images, e.g. recognition of crowd congestion
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B19/00—Alarms responsive to two or more different undesired or abnormal conditions, e.g. burglary and fire, abnormal temperature and abnormal rate of flow
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
- H04N7/181—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources
Abstract
It deploys to ensure effective monitoring and control of illegal activities early warning system and method the invention discloses the logic based on Identification of Images, the logic based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities early warning system, the system comprises: input unit retrieves infologic expression formula to input to deploy to ensure effective monitoring and control of illegal activities；Processing unit connects the input unit, and described deploy to ensure effective monitoring and control of illegal activities is retrieved information and parsed, acquisition is deployed to ensure effective monitoring and control of illegal activities task；Portrait monitoring unit is arranged in each stuck point, connects the figure information of the execution units monitoring objective object；Execution unit connects the processing unit, whether meets early-warning conditions to task real-time monitoring target object of deploying to ensure effective monitoring and control of illegal activities according to described in.The present invention utilizes video monitoring image, automatic portrait feature extraction and identification are carried out, policeman in charge of the case is using the clue grasped, such as target person identity range, action trail feature, frequency of occurrences feature etc., is deployed to ensure effective monitoring and control of illegal activities using logic, is worked instead of the part of manual research, automatically complete case investigation work, target is pushed to personnel in charge of the case, to improve efficiency, liberates police strength.
Description
Technical field
The invention belongs to recognition of face and early warning field, more particularly to the logic based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities early warning system
And method.
Background technique
In field of face identification, the internal staff's photo registered in picture and system is captured using field camera and is carried out
Automated characterization point is extracted and is compared, and by the way that threshold value is arranged, two pictures that similarity is more than threshold value are considered as the same person, defeated
Out be identity identification, thus complete face deploy to ensure effective monitoring and control of illegal activities alarm etc. public security works.
But it entirely puts on record in public security, scouts, solve a case, during winding up the case, face alarm of deploying to ensure effective monitoring and control of illegal activities is only link of solving a case, and
A large amount of police strength are actually to consume in investigation work, therefore, during how lock onto target personnel are entire intelligent criminal investigation,
Improve the key of people's police's case handling efficiency.
Therefore, common face blacklist technology of deploying to ensure effective monitoring and control of illegal activities only addresses only the problem of solving a case link, and people's police is needed to lock
Target person, and take clearly facial image and carry out competence exertion effect of deploying to ensure effective monitoring and control of illegal activities.This application, on the one hand cannot be most heavy
The case wanted plays a role during scouting, and can not really improve efficiency of solving a case, and liberates police strength, on the other hand, many cases are very
The difficult facial image for taking target person at once, therefore application is limited.
During scouting, it is preferred that emphasis is utilize clue, in conjunction with service logic is scouted, complete to the investigation of target person and
It reduces the scope, finally determines suspect, and then solve a case.Wherein, video monitoring is as most common technological means and evidence obtaining side
Method is used widely.
Summary of the invention
It is only based on face blacklist the purpose of the present invention is to solve existing monitoring system to be monitored, nothing
Method accomplishes the problem of excavating early warning in real time using big data, and the present invention provides a kind of logic based on Identification of Images and deploys to ensure effective monitoring and control of illegal activities early warning
System and method.
It deploys to ensure effective monitoring and control of illegal activities early warning system the present invention provides a kind of logic based on Identification of Images, the system comprises:
Input unit 2 retrieves infologic expression formula to input to deploy to ensure effective monitoring and control of illegal activities；
Processing unit 3 connects the input unit 2, and described deploy to ensure effective monitoring and control of illegal activities is retrieved information and parsed, acquisition is deployed to ensure effective monitoring and control of illegal activities
Task；
Portrait monitoring unit is arranged in each stuck point, connects the execution unit 4, and the portrait to monitoring objective object is believed
Breath；
Execution unit 4 connects the processing unit 3, to according to described in deploy to ensure effective monitoring and control of illegal activities task real-time monitoring target object whether
Meet early-warning conditions.
Preferably, it is described deploy to ensure effective monitoring and control of illegal activities retrieve infologic expression formula be by search key preset condition and logic transport
The logical expression of operator composition.
Preferably, further includes:
Storage unit 1 connects the input unit 2, to store the search key and logical operator；
The search key includes: time, place, the target object frequency of occurrences, target object feature, target object
Track and identity library set；
Retrieve in infologic expression formula that above-mentioned keyword can be in any combination deploying to ensure effective monitoring and control of illegal activities；
Processing unit 3 connects the storage unit 1, is deployed to ensure effective monitoring and control of illegal activities according to the search key and logical operator to described
Retrieval infologic expression formula is parsed, and obtains preset condition, and then obtain task of deploying to ensure effective monitoring and control of illegal activities.
Preferably, the logical operator include: with or it is non-, in logical expression with or it is non-can be any
Combination.
Preferably, the execution unit 4 includes:
The face memory module 41, to store facial image feature and counterpart personnel's identity information data；
Face alignment module 42 connects the face memory module 41, to by the portrait of the target object of real-time monitoring
It is compared with the facial image characteristic in the face memory module 41, to obtain matching rate, and obtains successful match
Personnel identity information；
Track following module 44 connects the face alignment module 42, the face to the target object to real-time monitoring
Track is tracked, and target face space-time trajectory information is generated；
Logging modle 43 connects the track following module 44, the body of the target object to record the real-time monitoring
Part information, figure information, target object feature and the generation target face space-time trajectory letter in the track following module 44
Breath；
Warning module 45 connects the logging modle 43, to according to deploying to ensure effective monitoring and control of illegal activities task, to what is recorded in logging modle 43
Information is screened, if meeting early-warning conditions, generates pre-warning signal；
The early-warning conditions that meet are to meet to deploy to ensure effective monitoring and control of illegal activities to retrieve the default of the search key for including in infologic expression formula
Logical relation between condition and preset condition.
It deploys to ensure effective monitoring and control of illegal activities method for early warning the present invention also provides a kind of logic based on Identification of Images, which is characterized in that the method packet
Include following step:
S1. input, which is deployed to ensure effective monitoring and control of illegal activities, retrieves infologic expression formula；
S2. described deploy to ensure effective monitoring and control of illegal activities is retrieved by information parses, acquisition is deployed to ensure effective monitoring and control of illegal activities task；
S3. in the figure information of each stuck point monitoring objective object；
Whether task real-time monitoring target object of S4. deploying to ensure effective monitoring and control of illegal activities according to described in meets early-warning conditions.
Preferably, it is described deploy to ensure effective monitoring and control of illegal activities retrieve infologic expression formula be by search key preset condition and logic transport
The expression formula of operator composition.
It preferably, in the step S1 further include storing the search key and logical operator；
The search key includes: time, place, the target object frequency of occurrences, target object feature, target object
Track and identity library set；
Retrieve in infologic expression formula that above-mentioned keyword can be in any combination deploying to ensure effective monitoring and control of illegal activities；
In the S2, infologic expression formula is retrieved to described deploy to ensure effective monitoring and control of illegal activities according to the search key and logical operator
It is parsed, obtains preset condition, and then obtain task of deploying to ensure effective monitoring and control of illegal activities.
Preferably, the logical operator include: with or it is non-, in logical expression with or it is non-can be any
Combination.
It preferably is to provide a face memory module 41, to store facial image feature and personnel identity Information Number
According to；The step S4 includes:
S41. by the face characteristic number in the portrait feature of the target object of real-time monitoring and the face memory module 41
According to being compared, to obtain matching rate, and the personnel identity information of successful match is obtained；
S42. the face track of the target object of real-time monitoring is tracked, generates target face space-time trajectory information；
S43. identity information, figure information, target object feature and the generation of the target object of the real-time monitoring are recorded
Target face space-time trajectory information；
S44. screened to the information of record according to task of deploying to ensure effective monitoring and control of illegal activities, if meeting early-warning conditions, early warning letter is generated
Number；
The early-warning conditions that meet are to meet to deploy to ensure effective monitoring and control of illegal activities to retrieve the default of the search key for including in infologic expression formula
Logical relation between condition and preset condition.
Above-mentioned technical characteristic may be combined in various suitable ways or be substituted by equivalent technical characteristic, as long as can
Reach the purpose of the present invention.
The beneficial effects of the present invention are the present invention utilizes video monitoring image, carries out automatic portrait feature extraction and knowledge
Not, policeman in charge of the case is using the clue grasped, such as target person identity range, action trail feature, frequency of occurrences feature etc., benefit
Deployed to ensure effective monitoring and control of illegal activities with logic, work instead of the part of manual research, automatically complete case investigation work, push target to personnel in charge of the case,
To improve efficiency, police strength is liberated.
Detailed description of the invention
Fig. 1 be the logic of the present invention based on Identification of Images deploy to ensure effective monitoring and control of illegal activities early warning system a kind of embodiment module map；
Fig. 2 is input unit of the invention to be hovered early warning task using deploying to ensure effective monitoring and control of illegal activities to retrieve information realization and created stranger；
Fig. 3 be the logic of the present invention based on Identification of Images deploy to ensure effective monitoring and control of illegal activities method for early warning a kind of embodiment method stream
Cheng Tu；
Fig. 4 be the logic of the present invention based on Identification of Images deploy to ensure effective monitoring and control of illegal activities method for early warning another embodiment principle
Figure.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art are obtained all without creative labor
Other embodiments shall fall within the protection scope of the present invention.
It should be noted that in the absence of conflict, the feature in embodiment and embodiment in the present invention can phase
Mutually combination.
The present invention will be further explained below with reference to the attached drawings and specific examples, but not as the limitation of the invention.
As shown in Figure 1, deploy to ensure effective monitoring and control of illegal activities early warning system the present invention provides a kind of logic based on Identification of Images, the system packet
It includes:
Input unit 2 retrieves infologic expression formula to input to deploy to ensure effective monitoring and control of illegal activities；
Processing unit 3 connects the input unit 2, and described deploy to ensure effective monitoring and control of illegal activities is retrieved information and parsed, acquisition is deployed to ensure effective monitoring and control of illegal activities
Task；
Portrait monitoring unit is arranged in each stuck point, connects the execution unit 4, and the portrait to monitoring objective object is believed
Breath；
Execution unit 4 connects the processing unit 3, to according to described in deploy to ensure effective monitoring and control of illegal activities task real-time monitoring target object whether
Meet early-warning conditions.
Further, it is described deploy to ensure effective monitoring and control of illegal activities retrieve infologic expression formula be by search key preset condition and logic transport
The logical expression of operator composition；The search key includes: time, place, the target object frequency of occurrences, target object
Feature, target object track and identity library set；Logical operator include: with (and), and/or it is or (or) and/or non-
(not).The logical operator include: with or it is non-, in logical expression with or it is non-can be in any combination.
The present invention utilizes video monitoring image, carries out automatic portrait feature extraction and identification, and policeman in charge of the case utilizes grasp
Clue, such as target person identity range, action trail feature, frequency of occurrences feature etc. is deployed to ensure effective monitoring and control of illegal activities using logic, instead of manually adjusting
The part work looked into, automatically completes case investigation work, pushes target to personnel in charge of the case, to improve efficiency, liberation police
Power.
In a preferred embodiment, further includes:
Storage unit 1 connects the input unit 2, to store the search key and logical operator；
The search key includes: time, place, the target object frequency of occurrences, target object feature, target object
Track and identity library set；
Retrieve in infologic expression formula that above-mentioned keyword can be in any combination deploying to ensure effective monitoring and control of illegal activities；
Processing unit 3 connects the storage unit 1, is deployed to ensure effective monitoring and control of illegal activities according to the search key and logical operator to described
Retrieval infologic expression formula is parsed, and obtains preset condition, and then obtain task of deploying to ensure effective monitoring and control of illegal activities.
In the present embodiment, the preset condition of search key can be the definition of user voluntarily, and user can be according to need
Voluntarily to increase or delete.
Wherein: the preset condition of time includes the deploy to ensure effective monitoring and control of illegal activities preset condition of time and the preset condition of extinction time；
The preset condition of time of deploying to ensure effective monitoring and control of illegal activities is indicated to determine and is deployed to ensure effective monitoring and control of illegal activities time range；
The preset condition of extinction time indicates after some timing node, is arranged in the big Mr. Yu of certain setting regions and disappears
Time carries out early warning output；
The preset condition in place indicates to determine stuck point range of deploying to ensure effective monitoring and control of illegal activities；
The preset condition of target object feature includes the preset condition of target object personnel characteristics, adjoint preset condition
With the preset condition of clique etc.；
The preset condition of target object personnel characteristics indicates the gender of target object, age, the vehicles, wear etc.；
Present embodiment utilizes personnel's gender, other attributive character such as age and wear are completed to be base to Identification of Images
The logic of plinth is deployed to ensure effective monitoring and control of illegal activities the further condition filter of result, is further reduced range, is improved efficiency accurate lock target.
Adjoint preset condition indicates to be directed to someone or certain personnel library owner, be arranged with administrative staff's situation, including alone
There is early warning in one people, or with two kinds of situations；
The preset condition of clique indicates the clique's early warning occurred to multiple time and location collectives；
The preset condition of target object track indicates that selection needs the track feature of early warning target (to appear in several stuck points
More than), it should be in the subset in the range of choice of place；
The preset condition of the target object frequency of occurrences indicates selection early warning target to be needed feature occur that (appearance is greater than or small
In several times)；
The preset condition of identity library set indicates to determine target object personnel library or excludes personnel library, and library is to create in advance,
It can multiselect；
It is non-limiting as one embodiment, it deploys to ensure effective monitoring and control of illegal activities and retrieves information to choose the logical table of retrieval tri- elements of data ABC
Up to for formula F (A, B, C):
F (A, B, C)=A and B not C: eligible A and B, but ineligible C, wherein A indicates preset cloth
The range of time is controlled, B indicates the range of preset stuck point of deploying to ensure effective monitoring and control of illegal activities, and C indicates preset target object personnel library；
Logical expression is converted to service logic are as follows: in certain time, what somewhere point occurred, be not to have grasped certain personnel
The personnel (stranger) in library occur carrying out early warning push.
Actually behaviour application when can by human-computer interaction interface, complete logic deploy to ensure effective monitoring and control of illegal activities interaction establish and management role, according to
User, which deploys to ensure effective monitoring and control of illegal activities, retrieves information operation, generates task of deploying to ensure effective monitoring and control of illegal activities；
By human-computer interaction, user to retrieval data be managed and safeguard, the search key in storage unit 1 and
Logical symbol is recognizable, and in retrievable range.
Present embodiment gives the embodiment of an input unit 2, and the input unit 2 of the present embodiment is strange for creating
People hovers early warning task, as shown in Fig. 2, deploying to ensure effective monitoring and control of illegal activities, to retrieve information include underlying parameter setting and advanced parameters setting, underlying parameter
Setting includes: place, task names, job start time, job end time, the selection in week, target object personnel library
(including in this library and not in the selection in this library) and frequency, advanced parameters setting included: whether cap, whether wear a pair of spectacles, be
No band mask, clothes color, clothes texture, gender and age bracket, the logic that query pattern is used to be arranged between advanced parameters are closed
System, sets up to deploy to ensure effective monitoring and control of illegal activities and retrieves information in input unit 2 according to demand, that is, has created stranger and hovered early warning task.
In a preferred embodiment,
The execution unit 4 includes:
The face memory module 41, to store facial image feature and counterpart personnel's identity information data；
Face alignment module 42 connects the face memory module 41, to by the portrait of the target object of real-time monitoring
It is compared with the facial image characteristic in the face memory module 41, to obtain matching rate, and obtains successful match
Personnel identity information；
Track following module 44 connects the face alignment module 42, the face to the target object to real-time monitoring
Track is tracked, and target face space-time trajectory information is generated；
Logging modle 43 connects the track following module 44, the body of the target object to record the real-time monitoring
Part information, figure information, target object feature and the generation target face space-time trajectory letter in the track following module 44
Breath；
The logging modle 43 of present embodiment is equivalent to magnanimity face track library, facilitates early warning screening for recording
Information, according to the monitoring real-time update of the portrait monitoring unit logging modle 43；
Warning module 45 connects the logging modle 43, to according to deploying to ensure effective monitoring and control of illegal activities task, to what is recorded in logging modle 43
Information is screened, if meeting early-warning conditions, generates pre-warning signal；
Processing unit 3 to described deploy to ensure effective monitoring and control of illegal activities to retrieve information and parse, and acquisition is deployed to ensure effective monitoring and control of illegal activities task, such as: certain time, specific
In ground point range, occur more than to emphasis personnel library target 3 abnormal frequency early warning；Wherein, certain time and specifically
It is preset condition in point range.Face alignment module 42 carries out real-time face comparison by locality target to all, and
It is for statistical analysis to each face alignment analysis result, if meeting early-warning conditions, generate pre-warning signal.
The early-warning conditions that meet are to meet to deploy to ensure effective monitoring and control of illegal activities to retrieve the default of the search key for including in infologic expression formula
Logical relation between condition and preset condition；
Further, pre-warning signal can be directly output to monitoring personnel, or carry out linkage setting, and setting output early warning is
It is no to need manual confirmation etc..
Can also support to be deployed to ensure effective monitoring and control of illegal activities according to the logic task job schedule of deploying to ensure effective monitoring and control of illegal activities of task of execution unit 4 checks that alarming result is checked
And search, the operation such as export.
Present invention can apply to anti-terrorism, corresponding deploy to ensure effective monitoring and control of illegal activities of the business such as stability maintenance retrieves infologic expression formula, and user utilizes
Human-computer interaction interface completes logic and deploys to ensure effective monitoring and control of illegal activities retrieval type operation, and data mining server input logic expression formula is decomposed into calculating
The algorithm task that machine can execute, it is for statistical analysis using portrait comparison result, in conjunction with the bayonet time, location information and appoint
The frequency of business setting, track, personnel identity, the keywords such as changing features and logical operation rule, complete data mining, provide
Early warning finally confirms target for human-computer interaction as a result, results set is pushed to customized user by early warning outgoing management module,
It is finally completed early warning output.With traditional Identification of Images by target person face of deploying to ensure effective monitoring and control of illegal activities must have been taken, pass through portrait spy
Sign compares that provide alarm different, logic deploy to ensure effective monitoring and control of illegal activities be do not know specifically deploy to ensure effective monitoring and control of illegal activities target person human face image information under the premise of, root
According to the trip rule for target of deploying to ensure effective monitoring and control of illegal activities, there is track, identity information etc. carries out target logic restriction, utilizes magnanimity bayonet in system
History face characteristic data, load the service of excavating of analysing and comparing in real time, the deploy to ensure effective monitoring and control of illegal activities target of condition of symbol and logic pushed
Output, to play the role of object filtering or even determination, gives the scouting business " to reduce the scope, lock onto target " to calculating
Machine is completed, and for push target collection, manual confirmation lock onto target enters back into report of deploying to ensure effective monitoring and control of illegal activities after obtaining target person facial image
It warns and takes and arrest the measure stage.
It deploys to ensure effective monitoring and control of illegal activities and retrieves information and be made of search key and logical relation two parts, condition keyword is by system with dictionary
Selection when mode allows user to input, logical relation include " with or it is non-".The keyword of logical expression need to guarantee to be counted
It is parsed according to server is excavated, and is able to carry out and compares, the operation such as statistical analysis is specified by system.Logical relation be with or it is non-
Any combination, the unlimited cable-styled length of regular inspection.Logic is deployed to ensure effective monitoring and control of illegal activities different from the characteristics of commonly deploying to ensure effective monitoring and control of illegal activities, and various complicated conditions are changeable, with row
Industry application characteristic is closely bound up, therefore cannot should use conjunctive search formula by the way of enumerating logical condition, to meet
Different condition logic deploys to ensure effective monitoring and control of illegal activities flexibility requirement logic keyword using selection mode, it is ensured that task can be executed automatically by system and be patrolled
The relationship of collecting " and/or/non-" combination, the combination requirement of various key elements is covered substantially.
Logic based on Identification of Images deploy to ensure effective monitoring and control of illegal activities early warning system include logic deploy to ensure effective monitoring and control of illegal activities task receive parsing, task computation execute,
Early warning exports three parts；The time that one side load logic expression formula includes, place, the number such as target zone library, portrait feature
According to, and according to regular real-time update；The expression of one side resolution logic, deployment logic task give data mining arithmetic element, and according to
According to operation result to meet logic deploy to ensure effective monitoring and control of illegal activities condition target real-time judge export, 4 service core of execution unit, for receive appoint
Business, parsing executes and the output of early warning result.
Present embodiment further includes warning output management module, is pushed to client in time to logic early warning of deploying to ensure effective monitoring and control of illegal activities, notifies
User carries out binary search as early as possible and artificial investigation confirmation, the early warning after confirmation are pushed to administrative staff as alarm and push away in time
It send, human-computer interaction notifies user to handle at the first time, and artificial screening is supported to confirm, utilizes human-computer interaction sophisticated systems function
Can, it improves logic and deploys to ensure effective monitoring and control of illegal activities the validity and timeliness of early warning.
To successful task is had built up, system is supported to carry out early warning task work status according to task, alarming result
Search and export operate and support that being set as task template to task conveniently checks, improves efficiency.
As shown in figure 3, deploy to ensure effective monitoring and control of illegal activities method for early warning the present invention also provides a kind of logic based on Identification of Images, the method
Include the following steps:
S1. input, which is deployed to ensure effective monitoring and control of illegal activities, retrieves infologic expression formula；
S2. described deploy to ensure effective monitoring and control of illegal activities is retrieved by information parses, acquisition is deployed to ensure effective monitoring and control of illegal activities task；
S3. in the figure information of each stuck point monitoring objective object；
Whether task real-time monitoring target object of S4. deploying to ensure effective monitoring and control of illegal activities according to described in meets early-warning conditions.
In preferred embodiment, it is described deploy to ensure effective monitoring and control of illegal activities retrieve infologic expression formula be by search key preset condition and patrol
Collect the expression formula of operator composition.
It in the step S1 further include storing the search key and logical operator in preferred embodiment；
The search key includes: time, place, the target object frequency of occurrences, target object feature, target object
Track and identity library set；
Retrieve in infologic expression formula that above-mentioned keyword can be in any combination deploying to ensure effective monitoring and control of illegal activities；
In the S2, infologic expression formula is retrieved to described deploy to ensure effective monitoring and control of illegal activities according to the search key and logical operator
It is parsed, obtains preset condition, and then obtain task of deploying to ensure effective monitoring and control of illegal activities.
In preferred embodiment, the logical operator include: with or it is non-, in logical expression with or it is non-can be with
Any combination.
In preferred embodiment, present embodiment provides a face memory module 41, to store facial image feature and people
Member's identity information data；The step S4 includes:
S41. by the face characteristic data in the portrait of the target object of real-time monitoring and the face memory module 41 into
Row compares, and to obtain matching rate, and obtains the personnel identity information of successful match；
S42. the face track of the target object of real-time monitoring is tracked, generates target face space-time trajectory information；
S43. identity information, figure information, target object feature and the generation of the target object of the real-time monitoring are recorded
Target face space-time trajectory information；
S44. screened to the information of record according to task of deploying to ensure effective monitoring and control of illegal activities, if meeting early-warning conditions, early warning letter is generated
Number；
The early-warning conditions that meet are to meet to deploy to ensure effective monitoring and control of illegal activities to retrieve the default of the search key for including in infologic expression formula
Logical relation between condition and preset condition.
The present invention supports the status inquiry according to task, alarm search and result export for having built up for task
It Deng operation, and supports to establish early warning task template, simplifies operation.
The logic based on Identification of Images deploys to ensure effective monitoring and control of illegal activities method for early warning by implementing monitoring face and extracting feature as shown in Figure 4, and
It carries out logic early warning and executes step, load target emphasis face database (that is: memory module) and certain time range, the magnanimity in place
Face track library (that is: logging modle 43)；There is human face target and emphasis face database progress aspect ratio pair to each, judgement is
No is emphasis personnel library member, if it is not, feature and its track are then inputted face track library；If so, the id of record personnel
(mark) is compared with magnanimity face track library, counts ID personnel frequency of occurrence；Judge whether that the id personnel are accumulative to occur
Number is more than threshold value, if so, output early warning；If it is not, feature is then inputted magnanimity face track library.
Although describing the present invention herein with reference to specific embodiment, it should be understood that, these realities
Apply the example that example is only principles and applications.It should therefore be understood that can be carried out to exemplary embodiment
Many modifications, and can be designed that other arrangements, without departing from spirit of the invention as defined in the appended claims
And range.It should be understood that different appurtenances can be combined by being different from mode described in original claim
Benefit requires and feature described herein.It will also be appreciated that the feature in conjunction with described in separate embodiments can be used
In other described embodiments.
Claims (10)
- The early warning system 1. a kind of logic based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities, which is characterized in that the system comprises:Input unit retrieves infologic expression formula to input to deploy to ensure effective monitoring and control of illegal activities；Processing unit connects the input unit, and described deploy to ensure effective monitoring and control of illegal activities is retrieved information and parsed, acquisition is deployed to ensure effective monitoring and control of illegal activities task；Portrait monitoring unit is arranged in each stuck point, connects the execution unit, the figure information to monitoring objective object；Execution unit connects the processing unit, to according to described in deploy to ensure effective monitoring and control of illegal activities task real-time monitoring target object whether meet it is pre- Alert condition.
- The early warning system 2. logic according to claim 1 based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities, which is characterized in that the inspection of deploying to ensure effective monitoring and control of illegal activities The logical expression that rope infologic expression formula is made of the preset condition and logical operator of search key.
- The early warning system 3. logic according to claim 2 based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities, which is characterized in that further include:Storage unit connects the input unit, to store the search key and logical operator；The search key include: the time, place, the target object frequency of occurrences, target object feature, target object track and Identity library set；Retrieve in infologic expression formula that above-mentioned keyword can be in any combination deploying to ensure effective monitoring and control of illegal activities；Processing unit connects the storage unit, according to the search key and logical operator to the retrieval letter of deploying to ensure effective monitoring and control of illegal activities Breath logical expression is parsed, and obtains preset condition, and then obtain task of deploying to ensure effective monitoring and control of illegal activities.
- The early warning system 4. logic according to claim 3 based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities, which is characterized in that the logic fortune Operator include: with or it is non-, in logical expression with or it is non-can be in any combination.
- The early warning system 5. logic according to claim 4 based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities, which is characterized in thatThe execution unit includes:The face memory module, to store facial image feature and counterpart personnel's identity information data；Face alignment module connects the face memory module, to by the portrait of the target object of real-time monitoring and the people Facial image characteristic in face memory module is compared, and to obtain matching rate, and obtains the personnel identity of successful match Information；Track following module connects the face alignment module, and the face track to the target object to real-time monitoring carries out Tracking generates target face space-time trajectory information；Logging modle connects the track following module, the identity information of the target object to record the real-time monitoring, people Target face space-time trajectory information is generated as information, target object feature and in the track following module；Warning module connects the logging modle, sieved to the information recorded in logging modle according to task of deploying to ensure effective monitoring and control of illegal activities Choosing generates pre-warning signal if meeting early-warning conditions；The early-warning conditions that meet are to meet to deploy to ensure effective monitoring and control of illegal activities to retrieve the preset condition for the search key for including in infologic expression formula And the logical relation between preset condition.
- The method for early warning 6. a kind of logic based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities, which is characterized in that the method includes the following steps:S1. input, which is deployed to ensure effective monitoring and control of illegal activities, retrieves infologic expression formula；S2. described deploy to ensure effective monitoring and control of illegal activities is retrieved by information parses, acquisition is deployed to ensure effective monitoring and control of illegal activities task；S3. in the figure information of each stuck point monitoring objective object；Whether task real-time monitoring target object of S4. deploying to ensure effective monitoring and control of illegal activities according to described in meets early-warning conditions.
- The method for early warning 7. logic according to claim 6 based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities, which is characterized in that the inspection of deploying to ensure effective monitoring and control of illegal activities The expression formula that rope infologic expression formula is made of the preset condition and logical operator of search key.
- The method for early warning 8. logic according to claim 7 based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities, which is characterized in that in the step It further include storing the search key and logical operator in S1；The search key include: the time, place, the target object frequency of occurrences, target object feature, target object track and Identity library set；Retrieve in infologic expression formula that above-mentioned keyword can be in any combination deploying to ensure effective monitoring and control of illegal activities；In the S2, described deploy to ensure effective monitoring and control of illegal activities is retrieved by infologic expression formula solves according to the search key and logical operator Analysis obtains preset condition, and then obtains task of deploying to ensure effective monitoring and control of illegal activities.
- The method for early warning 9. logic according to claim 8 based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities, which is characterized in that the logic fortune Operator include: with or it is non-, in logical expression with or it is non-can be in any combination.
- The early warning system 10. logic according to claim 9 based on Identification of Images is deployed to ensure effective monitoring and control of illegal activities a, which is characterized in that people is provided Face memory module, to store facial image feature and personnel identity information data；The step S4 includes:S41. the face characteristic data in the portrait feature of the target object of real-time monitoring and the face memory module are carried out It compares, to obtain matching rate, and obtains the personnel identity information of successful match；S42. the face track of the target object of real-time monitoring is tracked, generates target face space-time trajectory information；S43. identity information, figure information, target object feature and the mesh of generation of the target object of the real-time monitoring are recorded Mark face space-time trajectory information；S44. screened to the information of record according to task of deploying to ensure effective monitoring and control of illegal activities, if meeting early-warning conditions, pre-warning signal is generated；The early-warning conditions that meet are to meet to deploy to ensure effective monitoring and control of illegal activities to retrieve the preset condition for the search key for including in infologic expression formula And the logical relation between preset condition.
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